Lyric discussion by robertxgarcia 

Cover art for Silver City lyrics by Ghostland Observatory

I think it's pretty obvious the song is about their hometown, Austin.

It makes perfect sense... a lot of people who live in the surrounding areas (including me) commute to Austin to go party. They're "in search of something pretty", someone or something, so that they can have a good time because their heart is yearning for it. There's been a couple times where I myself have lost myself out on the dance floor, being in the moment and not worried about anything, just enjoying myself (hopefully with a prospective romance).

My Interpretation